He’d always felt like a ghost, fading into the background. Now, his biography, *James: From Obscurity to Olympus*, had thrust him into the limelight. The book embellished his achievements, inflated his importance. He found himself staring at the bookshop window, watching people browse the shelves. A frisson of something unfamiliar, almost painful, shot through him. He saw the potential, the doors that would open, the connections he could make. He could finally be somebody. He imagined a future where his name was synonymous with success. He needed to make this last.

Emotion: greedy

Cluster: Defiance / Spite
PC1 (Valence): 1.44 Positive
PC2 (Disposition): 2.64

Role in Research

This story is one of 1,000 stories generated for the emotion greedy. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 greedy stories, after denoising with neutral dialogue baselines, produces the greedy emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the greedy vector is projected through the unembedding matrix.

Promoted:
de1.148
a0.538
an0.510
or0.479
来实现0.464
Suppressed:
S-0.426
想起-0.356
久し-0.355
再次-0.354
причиной-0.342